The MMA Ambassadors are a group of alumni representatives from 91ºÚÁÏÍø’s Master of Management in Analytics (MMA) program. They act as connectors, mentors, and organizers who help bridge the gap between students, alumni, faculty, and industry. Their role is both representational - serving as faces of the MMA program in professional and academic settings, and operational - helping to organize events, initiatives, and student engagement activities.
The MMA Ambassadors serve as stewards of the program’s brand and community, helping students, alumni, and faculty connect while building visibility in industry. They play a practical role in organizing activities and a symbolic role in representing the program’s excellence
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The Executive Team
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Montreal
MMA Montreal Ambassador
Bachelors: Mechanical Engineering - Aerospace
Industry: Retail, AI/ML, Strategy & Analytics
From:New Delhi, India
arnav.gupta [at] mail.mcgill.ca (Contact)
The MMA has been a pivotal step in shaping my path at the intersection of analytics, AI, and business strategy. Coming in with experience leading engineering projects, I sought a program that could sharpen both my technical and leadership capabilities. The MMA gave me that opportunity through hands-on projects, inspiring faculty, and a collaborative cohort that pushed me forward. Now, as an Ambassador, I am committed to mentoring new students and helping expand our network across industries and geographies.
MMA Montreal Ambassador
Bachelors: Computer Science and Engineering
Industry: Retail, Healthcare, Strategy & Analytics
From: New Delhi, India
nandani.yadav [at] mail.mcgill.ca (Contact)
The MMA transformed my career trajectory by bridging technical expertise with strategic business thinking. With a background in computer engineering and backend development, I wanted to grow as a leader and create meaningful business impact through analytics. The program’s rigorous curriculum and collaborative environment gave me the foundation to succeed in the Canadian market. As an Ambassador, I aim to help students navigate their own transition into the tech domain and contribute to the MMA community’s continued growth.
MMA Montreal Ambassador
Bachelors: Economics, Actuarial Science
Industry: Finance, Technology, Sports
From: Mumbai, India
atharva.vyas [at] mail.mcgill.ca (Contact)
The MMA was my introduction to the world of AI & ML. It opened the door to turn my ideas into reality and gave me access to a strong network of individuals while teaching me to learn under pressure. I’ve also valued collaborating with peers from diverse backgrounds, which shaped how I approach teamwork and problem-solving. Moving forward, my focus is to continue working with students to enhance their MMA experience and contribute to the program’s growth.
MMA Montreal Ambassador
Bachelors: Finance, Operations Research, Business Analytics
Industry: Technology, Strategy, Sustainability
From: Tunis, Tunisia
meriem.mehri2 [at] mail.mcgill.ca (Contact)
What I appreciated most about the MMA program was the people it brought together. Coming from an interdisciplinary background, I found a community that encouraged curiosity, collaboration, and the exchange of ideas across industries and experiences. The program strengthened my ability to think critically about the role of data and technology in addressing real-world challenges while reminding me that meaningful innovation is ultimately grounded in people. As an Ambassador, I look forward to contributing to a welcoming and engaged community where students, alumni, and faculty can continue learning from one another.
MMA Montreal Ambassador
Bachelors: International Business
Industry: Finance, Rail Transportation, Technology
From: Mexico State, Mexico
jorge.medinagarduno [at] mail.mcgill.ca (Contact)
The MMA was a game changer for me, opening the door to advanced analytics and emerging technologies. Along the way, I discovered a passion for working with data and learned new approaches for turning information into impact. As an Ambassador, I want to mentor students ready for this challenge and help them make the most of their MMA journey.
MMA Montreal Ambassador
Bachelors: Economics, Mathematics, Analytics
Industry: Marketing Analytics, Data & AI, Consulting
From: Brussels, Belgium
juliana.hubacova [at] mail.mcgill.ca (Contact)
The MMA was much more than a degree for me, it was a year of growth, challenges, and incredible opportunities. Some of my best memories came from team projects, competitions, hackathons, and the friendships built during long nights before deadlines. The program taught me how to navigate ambiguity, collaborate with different perspectives, and turn ideas into impact. As an Ambassador, I hope to be the person I would have wanted to meet before starting the program; someone who can answer questions honestly, share experiences, and help students feel excited and prepared for the journey ahead.
MMA Montreal Ambassador
Bachelors: Computer Science
Industry: Finance, Technology, Consulting
From: Gurgaon, India
avi.malhotra [at] mail.mcgill.ca (Contact)
The MMA helped me find my niche in AI risk management, sharpening my technical skills while developing practical business acumen. It gave me the ability to apply expertise to real-world problems across industries. What I value most is how the program brings together students from diverse backgrounds, building both capability and perspective.
MMA Montreal Ambassador
Education: Computer & Communications Engineering; EMBA
Industry: Technology, Automation
From: Lebanon
Wissam.ghoussaini [at] mail.mcgill.ca (Contact)
The MMA Online experience helped me connect years of cross-industry leadership with the future of business. Having worked across technology, energy, and customer-led markets, I saw how quickly industries are being reshaped by data and AI. The program sharpened my ability to turn disruption into opportunity, lead with clearer judgment, and approach change with greater confidence. Learning alongside a global cohort broadened my perspective and challenged me to think differently. As an Ambassador, I look forward to helping others turn experience into advantage and lead what’s next.
Toronto
Steven Liang (MMA'21)
Chair / Executive Lead
Bachelors: Management of Information Systems
Industry: Banking, Rail Transportation, Mining
From: Montreal, Canada
steven.liang [at] mail.mcgill.ca (Contact)
My MMA experience gave me the tools to thrive in an increasingly data-driven world and led to tremendous academic, professional, and personal growth. As a founding leader of the Ambassadors group, I remain dedicated to strengthening our alumni community, mentoring emerging talent, and carrying forward the legacy of excellence that defines the MMA.
Ananya Nair (MMA'22)
MMA Toronto Ambassador
Bachelors: Economics & Finance
Industry: Technology, Financial Services
From: Mumbai, India
ananya.nair [at] mail.mcgill.ca (Contact)
The MMA is a fantastic program for anyone looking to thrive at the intersection of business strategy and technology. It's been an accelerator in my own journey, and I'm excited to give back to our growing community by building spaces for knowledge sharing and nurturing honest conversations about where Data & AI is actually headed!
Vaibhav Vishal (MMA'22)
MMA Toronto Ambassador
Bachelors: Computer Science and Engineering
Industry: Retail, Consulting
From: Ranchi, India
vaibhav.vishal [at] mail.mcgill.ca (Contact)
The MMA broadened my understanding of business, data, and AI while sharpening the technical skills I now apply in my career. What I valued most was learning to bridge technical solutions with business strategy through real-world projects and client cases. As an Ambassador, I look forward to connecting with students and alumni, sharing experiences, and supporting others as they transition from the program into their careers.
Raman Vakil (MMA'23)
MMA Toronto Ambassador
Bachelors: Mechanical Engineering
Industry: Financial Services, Healthcare
From: Tehran, Iran
raman.vakil [at] mail.mcgill.ca (Contact)
The MMA has enabled me to gain the knowledge and skillset required to pivot to the field of analytics. The program’s mix of technical training and real-world projects gave me the confidence to explore new career paths. As an Ambassador, I aim to contribute to the further development of our community of brilliant talents and alumni and play a facilitative role in paving their path throughout their professional journey.
Krishan Gupta (MMA'24)
MMA Toronto Ambassador
Bachelors: Mechanical Engineering
Industry: Finance, Technology
From: Delhi, India
krishan.gupta [at] mail.mcgill.ca (Contact)
My MMA experience consisted of a powerful blend of data fluency and leadership maturity, translating learning into real-world momentum. The program gave me exposure to diverse industries and sharpened my ability to turn complex problems into practical solutions. As an Ambassador, my goal is to deepen alumni engagement, mentor rising leaders, and uphold the MMA’s reputation for innovation and collaboration that endures across cohorts.
Kritika Nayyar (MMA'24)
MMA Montreal Ambassador
Bachelors: Business
Industry: Retail, Analytics, Data & AI, Consulting
From: Delhi, India
Kritika.nayyar [at] mail.mcgill.ca (Contact)
The MMA program was the ultimate catalyst for transformation. With a background in consulting, I joined the program to gain hands-on technical skills while working alongside a diverse cohort. The true magic of the year lay in the collaborative pressure cooker - the team projects, competitions, and the capstone - where I learned to lead across diverse viewpoints and turn complex data into business impact. As an Ambassador, I am here to give prospective students an honest, insightful look into the experience, helping them navigate their own pivot with confidence and excitement.
Boyang Wan (MMA'25)
MMA Toronto Ambassador
Bachelors: Business Economics, Cognitive Science
Industry: Utilities
From: Qingdao, China
boyang.wan [at] mail.mcgill.ca (Contact)
The MMA opened the world of AI for me, showing how data and technology can be harnessed to solve real business problems. This experience has reshaped how I think about strategy and analytics, giving me the confidence to turn insights into action. Along the way, alumni played an important role by sharing their experiences and guiding me with suggestions that shaped my journey. As an Ambassador, I look forward to contributing to the vibrant MMA network and paying that support forward to future students.
Hari Gopalan (MMA-OL'25)
MMA Ottawa Ambassador
Bachelors: Radiologic Technology
Industry: Healthcare, Quality Improvement
From: Manila, Philippines
hari.gopalan [at] mail.mcgill.ca (Contact)
Before starting the MMA, the idea of using Python to dig into data felt intimidating. Now that I have a deeper understanding of the fundamentals - as well as myself, I feel more confident in applying a range of new and familiar tools to turn data into insights that inspire action. Being part of the MMA Online cohort also taught me how to build meaningful connections in a global, virtual setting. As an Ambassador, I hope my journey encourages those who may hesitate to pursue the MMA because of a perceived gap in technical or quantitative skills. If I could make it, so can you!
Alumni Emeritus
Alumni Emeritus are exemplary alumni recognized by our Ambassador Executive Leads for their exceptional contributions and lasting impact on the MMA community. They embody the core values of mentorship, leadership, and sustained involvement, strengthening connections among students, alumni, faculty, and industry. As distinguished alumni, they have helped shape the culture and extend the global reach of the MMA network.
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Ambassadors Led Events
The events organized by the MMA Ambassadors are more than business cocktails - they are cornerstone gatherings that bring together alumni, students, faculty, and industry partners. These occasions foster lifelong learning, showcase thought leadership, and strengthen the bonds that define the MMA network. Each event reflects the values of the program: inclusivity, excellence, and a commitment to building a vibrant analytics network that extends far beyond graduation.
Summer 2026 (Montreal)
Celebrating our 5th year of MMA alumni gatherings, the 2026 Montreal Summer Alumni Networking Event brought together over 160+ attendees from across the MMA community - our largest gathering to date. Alumni, students, faculty, and industry professionals came together to reconnect, exchange insights and celebrate the continued growth of our global network. Highlights included opening remarks from the MMA Ambassadors, featuring the launch of a special initiative by 3 of our MMA8s, designed to foster meaningful mentorship and career connections between students and alumni. Our program directors shared updates on the evolving MMA program and its continued emphasis on developing leaders who bridge data, AI, and business strategy in addition to the formation of the MMA Advisory Board.
Guest Speakers:
- Arnav Gupta (MMA’24) - Ambassadors Opening Remarks and building a lifelong community of support, mentorship, and professional growth
- Professors Joshua Slive, Tatiana L. Gauvin & Taha Havakhor - Program Update: The evolving role of AI and the future of the MMA program
- Rachelle Dong (MMA’26), Chloe Pham (MMA’26) & Ellie Ha (MMA’26) - The One Ask Away Platform: Strengthening student-alumni mentorship and career development
- Sebastian Salazar (MMA'21) - Introduction of the MMA Advisory Board
Winter 2026 (Toronto)
Kicking off the new year, the MMA community came together at Kellys Landing in the heart of downtown Toronto for our annual Winter Alumni Networking Event, held alongside the Toronto-91ºÚÁÏÍø Winter Career Trip. Over 160+ MMA alumni, students, faculty, and industry professionals gathered for an evening of meaningful conversations and reconnections across all cohorts. Despite being one of our largest Toronto events to date, the atmosphere remained warm and personal, highlighting the strength, cohesion, and ever growing presence of the MMA network in Toronto.
Guest Speakers:
- Sebastian Salazar (MMA'21) - Opening Remarks
- Prof. Tatiana L. Gauvin & Prof. Taha Havakhor - Inaugural Address as New Directors of the MMA
Summer 2025 (Montreal)
Towards the end of May, the MMA community reunited at the Donald E. Armstrong Building - home base of the MMA program, for our flagship Summer Alumni Event. Alumni, faculty, industry leaders, online cohorts, and even a few eager incoming MMA students came together for an inclusive evening of connection and celebration. A highlight of the night was a heartfelt tribute to Professors Shoeb Hosain and Mehmet Gumus, recognizing their foundational leadership and lasting impact on the program.
Guest Speakers:
- Yvan Kammelu (MMA’24) - Nigeria’s Tech Landscape and Entrepreneurial AI
- Avi Malhotra (MMA’24) - From Finance at BNP to Agentic AI Applications
- Phoenix Li (MMA’22) - Data Quality in the Era of AI and GenAI Transformation
Spring 2025 (Toronto)
Our annual Toronto Alumni Networking Event returned in April at the spectacular NBA Courtside Restaurant in downtown Toronto. This year’s edition drew an exceptional crowd of alumni, students, faculty, and industry professionals - over 28% of attendees even traveled from outside the city, including one from Europe. The evening embodied everything the MMA community stands for: genuine connection, career insights, and cross-cohort collaboration, reinforcing the global reach of the network.
Guest Speakers:
- Mohamad Dalati (MMA’23) - Career Growth and the Evolving Analytics Landscape
- Prof. Shoeb Hosain - Farewell Remarks to the Toronto Alumni Community
Summer 2024 (Montreal)
We returned to the iconic 91ºÚÁÏÍø Faculty Club for our annual Montreal Summer Alumni event this time around and it was our largest gathering yet; with over 100+ attendees spanning all MMA generations (including the newly minted MMA-Online 1 cohort). This event not only provided an occasion for alumni, industry professionals, students and professors to meet, reconnect and nurture their professional relationships, but evidently highlights the vibrancy and interconnectedness of our ever growing MMA community!
Guest Speakers:
- Krystel Perreault (Industry Professional at Coveo) - Data Strategy, Governance and Architecture.
- Danyal Hamid (MMA'22) - Balancing Act: Navigating Life and Work Post-MMA
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Winter 2024 (Toronto)
Our very first Toronto MMA Alumni Networking Event reunited over 110+ attendees our distinguished pool of data professionals, and industry leaders connected with the current MMA'24 cohort! It was an evening filled with meaningful connections, great conversations, and delicious bites in the heart of downtown Toronto.
Guest Speaker:
- Yuan Li (MMA'19) – Career Transiting after the MMA and Comparison of the Montreal vs. the Toronto Job Market
Summer 2023 (Montreal)
Following our much-anticipated summer reunion in 2022, our second MMA alumni event was held at an upscale and classy venue where over 70 attendees reconnected with old MMA companions, esteemed professors, and program affiliates. Alumni got the opportunity to engage with the next generation of talent, forging connections with the enthusiastic MMA'23 students as they neared the final stretches of their MMA journey.
Guest Speakers:
- Eunice Worifah (MMA'21) – Life at Google after the MMA
- Sebastian Salazar (MMA'21) – Career in Data & Analytics
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Summer 2022 (Montreal)
As summer arrived and COVID restrictions eased, the MMA program and its Ambassadors hosted our first-ever multi-cohort networking event. Over 40 MMA graduates both from recent and older cohorts, gathered for the first time in person on campus. It was a chance for those whose convocations were delayed by the pandemic to catch up and connect over life after graduation.
Guest Speakers:
- Ruben D. Alba (MMA'20) – Life at Accern after the MMA
- Alfonso Cabello (MMA'21) – Life at Salesforce after the MMA
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